autointent.custom_types

Custom types for AutoIntent.

This module defines custom types, enumerations, and constants used throughout the AutoIntent framework for improved type safety and clarity.

Attributes

WEIGHT_TYPES	Represents weight calculation methods
LabelType	Type alias for label representation

Classes

LogLevel	Logging levels for the AutoIntent framework.
BaseMetadataDict	Base metadata dictionary for storing additional information.
NodeType	Enumeration of node types in the AutoIntent pipeline.
Split	Constants representing dataset splits.

Module Contents

autointent.custom_types.WEIGHT_TYPES

Represents weight calculation methods

• “uniform”: Equal weight for all elements.

• “distance”: Weights based on distance.

• “closest”: Prioritizes closest elements.

autointent.custom_types.LabelType

Type alias for label representation

• int: For single-label classification.

• list[int]: For multi-label classification.